Title
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers Aiyao He Sijia Cui Shuai Xu Yanna Wang Bo Xu 29 0 0 13 May 2025
SEM: Reinforcement Learning for Search-Efficient Large Language Models Zeyang Sha Shiwen Cui Weiqiang Wang KELM OffRL LRM 14 0 0 12 May 2025
NGENT: Next-Generation AI Agents Must Integrate Multi-Domain Abilities to Achieve Artificial General Intelligence Zhicong Li Hangyu Mao Jiangjin Yin Mingzhe Xing Zhiwei Xu Yuanxing Zhang Yang Xiao 29 0 0 30 Apr 2025
Insights from Verification: Training a Verilog Generation LLM with Reinforcement Learning with Testbench Feedback N. Wang Bingkun Yao Jie Zhou Yuchen Hu Xi Wang Nan Guan Zhe Jiang OffRL 22 0 0 22 Apr 2025
GraphicBench: A Planning Benchmark for Graphic Design with Language Agents Dayeon Ki Tianyi Zhou Marine Carpuat Gang Wu Puneet Mathur Viswanathan Swaminathan LLMAG LM&Ro 48 0 0 15 Apr 2025
MCP Bridge: A Lightweight, LLM-Agnostic RESTful Proxy for Model Context Protocol Servers Arash Ahmadi Sarah S. Sharif Y. Banad 17 0 0 11 Apr 2025
A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions Emre Can Acikgoz Cheng Qian Hongru Wang Vardhan Dongre X. Chen Heng Ji Dilek Hakkani-Tür Gökhan Tür LM&Ro ELM 50 1 0 07 Apr 2025
APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay Akshara Prabhakar Z. Liu Weiran Yao Jianguo Zhang Ming Zhu ... Juan Carlos Niebles Shelby Heinecke H. Wang S. Caiming Xiong VGen 79 2 0 04 Apr 2025
DWIM: Towards Tool-aware Visual Reasoning via Discrepancy-aware Workflow Generation & Instruct-Masking Tuning Fucai Ke Vijay Kumar B G Xingjian Leng Zhixi Cai Zaid Khan Weiqing Wang P. D. Haghighi H. Rezatofighi Manmohan Chandraker 42 0 0 25 Mar 2025
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models Baolong Bi Shenghua Liu Y. Wang Yilong Xu Junfeng Fang Lingrui Mei Xueqi Cheng KELM 61 4 0 20 Mar 2025
Advancing Problem-Based Learning in Biomedical Engineering in the Era of Generative AI Micky C. Nnamdi J. Ben Tamo Wenqi Shi M. D. Wang AI4CE 39 0 0 20 Mar 2025
Unified Mind Model: Reimagining Autonomous Agents in the LLM Era Pengbo Hu Xiang Ying LLMAG LM&Ro AI4CE 58 0 0 05 Mar 2025
Learning to Generate Structured Output with Schema Reinforcement Learning Y. Lu Haolun Li Xin Cong Zhong Zhang Yesai Wu Yankai Lin Zhiyuan Liu Fangming Liu Maosong Sun 39 1 0 26 Feb 2025
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Zhenyu Pan Haozheng Luo Manling Li Han Liu LRM 48 13 0 24 Feb 2025
Mimicking the Familiar: Dynamic Command Generation for Information Theft Attacks in LLM Tool-Learning System Ziyou Jiang Mingyang Li Guowei Yang Junjie Wang Yuekai Huang Zhiyuan Chang Qing Wang AAML 52 1 0 17 Feb 2025
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use Junjie Ye Zhengyin Du Xuesong Yao Weijian Lin Yufei Xu ... Siyu Yuan Tao Gui Qi Zhang Xuanjing Huang Jiecao Chen 46 0 0 08 Jan 2025
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web Hiroki Furuta Yutaka Matsuo Aleksandra Faust Izzeddin Gur CLL 85 13 0 03 Jan 2025
CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers Dimitrios Mallis Ahmet Serdar Karadeniz Sebastian Cavada Danila Rukhovich Niki Maria Foteinopoulou K. Cherenkova Anis Kacem Djamila Aouada 73 2 0 18 Dec 2024
PyGen: A Collaborative Human-AI Approach to Python Package Creation Saikat Barua Mostafizur Rahman Md Jafor Sadek Rafiul Islam Shehnaz Khaled Md. Shohrab Hossain 44 1 0 13 Nov 2024
Automating Exploratory Proteomics Research via Language Models Ning Ding Shang Qu Linhai Xie Yifei Li Z. Liu ... Youbang Sun Yang Li Dong Li Fuchu He Bowen Zhou 34 2 0 06 Nov 2024
OpenMU: Your Swiss Army Knife for Music Understanding Mengjie Zhao Zhi-Wei Zhong Zhuoyuan Mao Shiqi Yang Wei-Hsiang Liao Shusuke Takahashi Hiromi Wakaki Yuki Mitsufuji OSLM 45 4 0 21 Oct 2024
Instruction-Driven Game Engine: A Poker Case Study Hongqiu Wu Xingyuan Liu Yan Wang Hai Zhao 31 2 0 17 Oct 2024
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance Y. Lu Shenzhi Yang Cheng Qian Guirong Chen Qinyu Luo ... Weiwen Liu Yasheng Wang Zhiyuan Liu Fangming Liu Maosong Sun LLMAG 21 4 0 16 Oct 2024
MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models Pei Wang Yanan Wu Zekun Wang J. Liu Xiaoshuai Song ... Ge Zhang Hangyu Guo Zhaoxiang Zhang Wenbo Su Bo Zheng ELM 39 2 0 15 Oct 2024
Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models Sitao Cheng Liangming Pan Xunjian Yin Xinyi Wang William Yang Wang KELM 37 4 0 10 Oct 2024
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Ji-Rong Wen 58 9 0 10 Oct 2024
Learning Evolving Tools for Large Language Models Guoxin Chen Zhong Zhang Xin Cong Fangda Guo Yesai Wu Yankai Lin Wenzheng Feng Yasheng Wang KELM 52 1 0 09 Oct 2024
Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads on Consumer-Grade Devices Yuxiang Huang Binhang Yuan Xu Han Chaojun Xiao Zhiyuan Liu RALM 73 1 0 02 Oct 2024
LLM With Tools: A Survey Zhuocheng Shen 36 9 0 24 Sep 2024
Towards General Industrial Intelligence: A Survey on IIoT-Enhanced Continual Large Models Jiao Chen Jiayi He Fangfang Chen Zuohong Lv Jianhua Tang Weihua Li Zuozhu Liu Howard H. Yang Guangjie Han AI4CE 34 1 0 02 Sep 2024
Tulip Agent -- Enabling LLM-Based Agents to Solve Tasks Using Large Tool Libraries Felix Ocker Daniel Tanneberg Julian Eggert Michael Gienger LLMAG LM&Ro VLM 42 5 0 31 Jul 2024
Collaborative Evolving Strategy for Automatic Data-Centric Development Xu Yang Haotian Chen Wenjun Feng Haoxue Wang Zeqi Ye Xinjie Shen Xiao Yang Shizhao Sun Weiqing Liu Jiang Bian 25 2 0 26 Jul 2024
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? Ruisheng Cao Fangyu Lei Haoyuan Wu Jixuan Chen Yeqiao Fu ... Qian Liu Victor Zhong Lu Chen Kai Yu Tao Yu 27 17 0 15 Jul 2024
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models Mengzhao Chen Wenqi Shao Peng Xu Jiahao Wang Peng Gao Kaipeng Zhang Yu Qiao Ping Luo MQ 36 22 0 10 Jul 2024
Simulating Financial Market via Large Language Model based Agents Shen Gao Yuntao Wen Minghang Zhu Jianing Wei Yuhan Cheng Qunzi Zhang Shuo Shang AIFin 29 11 0 28 Jun 2024
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Terry Yue Zhuo Minh Chien Vu Jenny Chim Han Hu Wenhao Yu ... David Lo Daniel Fried Xiaoning Du H. D. Vries Leandro von Werra 65 128 0 22 Jun 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations Nikhil Khandekar Qiao Jin Guangzhi Xiong Soren Dunn Serina S Applebaum ... Amisha D. Dave Andrew Taylor Aidong Zhang Qingyu Chen Zhiyong Lu LM&MA ELM 24 5 0 17 Jun 2024
VideoVista: A Versatile Benchmark for Video Understanding and Reasoning Yunxin Li Xinyu Chen Baotian Hu Longyue Wang Haoyuan Shi Min-Ling Zhang MLLM LRM 38 25 0 17 Jun 2024
From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models Eleni Nisioti Claire Glanois Elias Najarro Andrew Dai Elliot Meyerson J. Pedersen Laetitia Teodorescu Conor F. Hayes Shyam Sudhakaran Sebastian Risi AI4CE LM&Ro 35 2 0 14 Jun 2024
RS-Agent: Automating Remote Sensing Tasks through Intelligent Agents Wenjia Xu Zijian Yu Yixu Wang Jiuniu Wang Mugen Peng LLMAG 48 7 0 11 Jun 2024
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs Haishuo Fang Xiaodan Zhu Iryna Gurevych AI4CE 25 1 0 11 Jun 2024
Transforming Wearable Data into Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri Naghmeh Rezaei Geza Kovacs Javier Perez ... Shwetak Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 35 8 0 10 Jun 2024
Tool-Planner: Task Planning with Clusters across Multiple Tools Yanming Liu Xinyue Peng Jiannan Cao Jiannan Cao Xuhong Zhang Sheng Cheng Xun Wang Xun Wang Jianwei Yin Tianyu Du LLMAG 34 3 0 06 Jun 2024
A Human-Like Reasoning Framework for Multi-Phases Planning Task with Large Language Models Chengxing Xie Difan Zou LRM LLMAG 32 4 0 28 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 31 78 0 28 May 2024
Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents Zhengliang Shi Shen Gao Xiuyi Chen Yue Feng Lingyong Yan Haibo Shi Dawei Yin Zhumin Chen Suzan Verberne LLMAG 47 6 0 26 May 2024
Robustifying Safety-Aligned Large Language Models through Clean Data Curation Xiaoqun Liu Jiacheng Liang Muchao Ye Zhaohan Xi AAML 45 17 0 24 May 2024
FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model Zezheng Song Jiaxin Yuan Haizhao Yang AI4CE 38 16 0 23 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 34 105 0 21 Apr 2024
A Map of Exploring Human Interaction patterns with LLM: Insights into Collaboration and Creativity Jiayang Li Jiale Li 37 7 0 06 Apr 2024